Point-based policy generation for decentralized POMDPs

Abstract

Memory-bounded techniques have shown great promise in solving complex multi-agent planning problems modeled as DEC-POMDPs. Much of the performance gains can be attributed to pruning techniques that alleviate the complexity of the exhaustive backup step of the original MBDP algorithm. Despite these improvements, state-of-the-art algorithms can still handle a… (More)
DOI: 10.1145/1838206.1838377

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Cite this paper

@inproceedings{Wu2010PointbasedPG, title={Point-based policy generation for decentralized POMDPs}, author={Feng Wu and Shlomo Zilberstein and Xiaoping Chen}, booktitle={AAMAS}, year={2010} }